Research Article
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Year 2024, Volume: 8 Issue: 2, 354 - 362, 31.12.2024

Abstract

References

  • Chen, Y. et al. (2008). A case-based distance model for multiple criteria ABC analysis. Computer and Operations Research, 35, 2008, 776-796. https://doi.org/10.1016/j.cor.2006.03.024
  • Chen, J., (2011). “Peer Estimation for Multiple Criteria ABC Inventory Classification” Computer and Operations Research, 38, 2011, 1784-1791. https://doi.org/10.1016/j.cor.2011.02.015
  • Dickie, H.F., (1951), “ABC Inventory Analysis Shoots for Dollars”, Factory Management and Maintenance, 109, 1951, 92-94.
  • Douissa M. R., and Jabeur K. (2016). A New Model for Multi-criteria ABC Inventory Classification: PROAFTN Method. Procedia Computer Science, 96, 2016, 550-559. https://doi.org/10.1016/j.procs.2016.08.233
  • Flores, B.E., et al., (1992), “Management of Multicriteria Inventory Classification”, Mathematical and Computer Modeling, 16, 12, 1992, 71-82. https://doi.org/10.1016/0895-7177(92)90021-C
  • Hadi-Vencheh, A. (2010), “An Improvement to Multiple Criteria ABC Inventory Classification”, European Journal of Operations Research, 201, 2010, 962-965. https://doi.org/10.1016/j.ejor.2009.04.013
  • Kaabi H. et al. (2015). Learning criteria weights with TOPSIS method and continuous VNS for multi-criteria inventory classification. Electronic Notes in Discrete Mathematics, 47 (2015), 197-204. https://doi.org/10.1016/j.endm.2014.11.026
  • Khanorkar Y., and Kane P.V. (2023). Selective inventory classification using ABC classification, multi-criteria decision making techniques, and machine learning techniques. Materials Today: Proceedings, 72 (2023) 1270– 1274. https://doi.org/10.1016/j.matpr.2022.09.298
  • ohammaditabar D. et al. (2012). Inventory control system design by integrating inventory classification and policy selection. Int. J. Production Economics, 140, 2012, 655-659. https://doi.org/10.1016/j.ijpe.2011.03.012
  • Ng, W.L., (2007), “A Simple Classifier for Multiple Criteria ABC Analysis”, European Journal of Operations Research, 177, 2007, 344-353. https://doi.org/10.1016/j.ejor.2005.11.018 . Ramanathan, R. (2006), “ABC Inventory Classification with Multiple-Criteria Using Weighted Linear Optimization”, Computer and Operations Research, 33, 2006, 695-700. https://doi.org/10.1016/j.cor.2004.07.014
  • Park J. et al. (2014). Cross-evaluation-based weighted linear optimization for multi-criteria ABC inventory classification. Computers & Industrial Engineering, 76, 2014, 40-48. https://doi.org/10.1016/j.cie.2014.07.020
  • Torabi S.A. et al. (2012). ABC inventory classification in the presence of both quantitative and qualitative criteria. Computers & Industrial Engineering, 63, 2012, 530-537. https://doi.org/10.1016/j.cie.2012.04.011
  • Yu M. (2011). Multi-criteria ABC analysis using artificial-intelligence-based classification techniques. Expert Systems with Applications, 38, 2011, 3416-3421. https://doi.org/10.1016/j.eswa.2010.08.127
  • Zhou P., Fan L., (2007), “A Note on Multiple Criteria ABC Inventory Classification Using Weighted Linear Optimisation”, European Journal of Operations Research, 182, 2007, 1488-1491. https://ideas.repec.org/a/eee/ejores/v182y2007i3p1488-1491.html
  • Zowid F.M. et al. (2019). Multi-criteria inventory ABC classification using Gaussian Mixture Model. IFAC PapersOnLine 52-13, 2019, 1925–1930. https://doi.org/10.1016/j.ifacol.2019.11.484

Classification of Inventory Items by Group Decisions Protocol

Year 2024, Volume: 8 Issue: 2, 354 - 362, 31.12.2024

Abstract

Companies classify inventory items using multiple-criteria via ABC analysis principles and then apply inventory management policies in accordance with the assigned classes’ characteristics.

Different kinds of models, such as; linear programming, analytic hierarchy process (AHP), cluster analysis, and etc. are used in those analysis. In the results obtained in the models used, the scores and classes of the stock items differ. This situation is challenging for decision makers. Managers often need to unify results obtained using multiple models to make more accurate decisions.

To this end, in this paper, a group decisions protocol, Borda–Condorcet rule (Herrero C, and Villar A., 2021) is used to classify inventory items, classified using multiple criteria ABC models.

References

  • Chen, Y. et al. (2008). A case-based distance model for multiple criteria ABC analysis. Computer and Operations Research, 35, 2008, 776-796. https://doi.org/10.1016/j.cor.2006.03.024
  • Chen, J., (2011). “Peer Estimation for Multiple Criteria ABC Inventory Classification” Computer and Operations Research, 38, 2011, 1784-1791. https://doi.org/10.1016/j.cor.2011.02.015
  • Dickie, H.F., (1951), “ABC Inventory Analysis Shoots for Dollars”, Factory Management and Maintenance, 109, 1951, 92-94.
  • Douissa M. R., and Jabeur K. (2016). A New Model for Multi-criteria ABC Inventory Classification: PROAFTN Method. Procedia Computer Science, 96, 2016, 550-559. https://doi.org/10.1016/j.procs.2016.08.233
  • Flores, B.E., et al., (1992), “Management of Multicriteria Inventory Classification”, Mathematical and Computer Modeling, 16, 12, 1992, 71-82. https://doi.org/10.1016/0895-7177(92)90021-C
  • Hadi-Vencheh, A. (2010), “An Improvement to Multiple Criteria ABC Inventory Classification”, European Journal of Operations Research, 201, 2010, 962-965. https://doi.org/10.1016/j.ejor.2009.04.013
  • Kaabi H. et al. (2015). Learning criteria weights with TOPSIS method and continuous VNS for multi-criteria inventory classification. Electronic Notes in Discrete Mathematics, 47 (2015), 197-204. https://doi.org/10.1016/j.endm.2014.11.026
  • Khanorkar Y., and Kane P.V. (2023). Selective inventory classification using ABC classification, multi-criteria decision making techniques, and machine learning techniques. Materials Today: Proceedings, 72 (2023) 1270– 1274. https://doi.org/10.1016/j.matpr.2022.09.298
  • ohammaditabar D. et al. (2012). Inventory control system design by integrating inventory classification and policy selection. Int. J. Production Economics, 140, 2012, 655-659. https://doi.org/10.1016/j.ijpe.2011.03.012
  • Ng, W.L., (2007), “A Simple Classifier for Multiple Criteria ABC Analysis”, European Journal of Operations Research, 177, 2007, 344-353. https://doi.org/10.1016/j.ejor.2005.11.018 . Ramanathan, R. (2006), “ABC Inventory Classification with Multiple-Criteria Using Weighted Linear Optimization”, Computer and Operations Research, 33, 2006, 695-700. https://doi.org/10.1016/j.cor.2004.07.014
  • Park J. et al. (2014). Cross-evaluation-based weighted linear optimization for multi-criteria ABC inventory classification. Computers & Industrial Engineering, 76, 2014, 40-48. https://doi.org/10.1016/j.cie.2014.07.020
  • Torabi S.A. et al. (2012). ABC inventory classification in the presence of both quantitative and qualitative criteria. Computers & Industrial Engineering, 63, 2012, 530-537. https://doi.org/10.1016/j.cie.2012.04.011
  • Yu M. (2011). Multi-criteria ABC analysis using artificial-intelligence-based classification techniques. Expert Systems with Applications, 38, 2011, 3416-3421. https://doi.org/10.1016/j.eswa.2010.08.127
  • Zhou P., Fan L., (2007), “A Note on Multiple Criteria ABC Inventory Classification Using Weighted Linear Optimisation”, European Journal of Operations Research, 182, 2007, 1488-1491. https://ideas.repec.org/a/eee/ejores/v182y2007i3p1488-1491.html
  • Zowid F.M. et al. (2019). Multi-criteria inventory ABC classification using Gaussian Mixture Model. IFAC PapersOnLine 52-13, 2019, 1925–1930. https://doi.org/10.1016/j.ifacol.2019.11.484
There are 15 citations in total.

Details

Primary Language English
Subjects Quantitative Decision Methods , Industrial Engineering
Journal Section Research Article
Authors

Orhan Gerdan 0000-0003-1117-6995

Publication Date December 31, 2024
Submission Date January 22, 2024
Acceptance Date July 23, 2024
Published in Issue Year 2024 Volume: 8 Issue: 2

Cite

APA Gerdan, O. (2024). Classification of Inventory Items by Group Decisions Protocol. Journal of Turkish Operations Management, 8(2), 354-362.
AMA Gerdan O. Classification of Inventory Items by Group Decisions Protocol. JTOM. December 2024;8(2):354-362.
Chicago Gerdan, Orhan. “Classification of Inventory Items by Group Decisions Protocol”. Journal of Turkish Operations Management 8, no. 2 (December 2024): 354-62.
EndNote Gerdan O (December 1, 2024) Classification of Inventory Items by Group Decisions Protocol. Journal of Turkish Operations Management 8 2 354–362.
IEEE O. Gerdan, “Classification of Inventory Items by Group Decisions Protocol”, JTOM, vol. 8, no. 2, pp. 354–362, 2024.
ISNAD Gerdan, Orhan. “Classification of Inventory Items by Group Decisions Protocol”. Journal of Turkish Operations Management 8/2 (December 2024), 354-362.
JAMA Gerdan O. Classification of Inventory Items by Group Decisions Protocol. JTOM. 2024;8:354–362.
MLA Gerdan, Orhan. “Classification of Inventory Items by Group Decisions Protocol”. Journal of Turkish Operations Management, vol. 8, no. 2, 2024, pp. 354-62.
Vancouver Gerdan O. Classification of Inventory Items by Group Decisions Protocol. JTOM. 2024;8(2):354-62.

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